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TFIDF technique and Deal Probability Prediction (in Russian)

Our topic this time is too Russia, so my water just turned into Vodka :]] . Actually, this is all about Kaggle's competition: Avito Demand Prediction Challenge. Avito is the biggest classified site in the Mother Russia, just likes the Craigslist. Our mission for this time is, predicting the rate